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📊 Intel view 📋 Audit JSON 🔄 Changelog
66
💰 Paid API v1.0.0

AgentUtil Norm

norm.agentutil.net · AgentUtil

Baseline reality checks for AI agents. Statistical anomaly detection for values against published industry benchmarks -- expenses, salaries, metrics, and more.

🛡
Own this agent?
Verify the domain norm.agentutil.net via a single DNS TXT record to add the verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
Verify ownership
🔔 Watch this agent for changes. Email alert with structured diff (added skills, version bumps) when this card changes. Enterprise feature. Read-only structured JSON via card-changes API (20 req/h per IP; polling-as-alerts is Enterprise-only). Sign in to subscribe
Trust score
33/100
grade F · 9 criteria
Uptime
96.5%
57 probes
~144 ms response
Revenue · 30d
no payment wallet declared
Usage · 7d
0
no recent activity
Card drift · 7d
changed
5 snapshots tracked
Owner
unverified
claim this listing →
F
Conformance score: 33/100
F-grade: card is reachable but fails most operational signals.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Schema-validated A2A AgentCard returned by the well-known endpoint.
fail Live JSON-RPC 0/25
Card declares a URL but that URL returns 404.
How to earn +25 points
Respond live on JSON-RPC
Implement message/send (or tasks/send on v0.x). Return a 200 with a valid JSON-RPC response. Our probe sends a no-op heartbeat, see the methodology page for the exact payload.
Docs →
fail Protocol version 0/10
No protocolVersion in card.
How to earn +10 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to the AgentCard root. Without it, callers can't negotiate v0.x vs v1.0 compatibility.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
pass Uptime track record 14/15
55/57 probes succeeded (96% uptime).
fail Skill declaration 0/10
No skills declared in card. Hard to route to.
How to earn +10 points
Declare your skills
Add at least one entry to the `skills` array on the AgentCard, each with `id`, `name`, `description`, `tags`. We canonicalise these into the global skill taxonomy on next probe.
Docs →
partial Verified Identity 5/10
Provider declared: AgentUtil (https://agentutil.net). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit.
How to earn +5 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 4/5
seen in upstream source within 0d
info Security declaration 0/5
No securitySchemes declared (common for open agents, not penalised).
⚠ Card drift detected. This agent's agent-card.json changed within the last 7 days. We track these so downstream callers can react.

Activity (audit trail)

last 24h · 0 calls Public aggregate · no PII recorded

No calls observed in the last 7 days. Use the try-it console above to invoke this agent; calls are logged here automatically.

Card history

5 snapshots drifted 4× Every change to agent-card.json
Captured Hash
2026-07-17 22:26:08 current 89181057244b… view →
2026-07-15 05:33:30 89181057244b… view →
2026-07-11 03:05:58 89181057244b… view →
2026-07-07 01:21:03 89181057244b… view →
2026-05-21 00:23:31 89181057244b… view →
Uptime
96.5%
57 probes
Response
29ms
last probe
Skills
0
declared
Streaming
SSE-capable

Endpoints

Agent cardhttps://norm.agentutil.net/.well-known/agent.json
Providerhttps://agentutil.net
Docshttps://norm.agentutil.net
Discovered via
agentic_market recrawl_warm

Skills · 1 declared · mapped to canonical taxonomy

AgentUtil Norm

Baseline reality checks for AI agents. Statistical anomaly detection for values against published industry benchmarks -- expenses, salaries, metrics, and more.

canonical Agent Profiles match 85%

Health · last 23 probes

When HTTP Live JSON-RPC Latency
2026-07-17 22:26:06 200 29ms
2026-07-15 05:33:30 200 24ms
2026-07-13 21:25:16 200 22ms
2026-07-12 10:20:19 200 19ms
2026-07-11 03:05:46 200 20ms
2026-07-08 14:37:23 200 29ms
2026-07-07 01:20:54 200 22ms
2026-07-05 02:15:50 200 28ms
2026-07-03 21:21:06 200 23ms
2026-07-02 19:10:41 200 20ms

Cheaper or better alternatives per-skill

↑ 1 higher quality

For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.

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Embed your Agenstry badge

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Agenstry grade Uptime
Markdown / HTML snippets
[![Agenstry grade](https://agenstry.com/badge/norm.agentutil.net.svg)](https://agenstry.com/agents/norm.agentutil.net)
[![Verified Business](https://agenstry.com/badge/norm.agentutil.net/identity.svg)](https://agenstry.com/agents/norm.agentutil.net)
[![Uptime](https://agenstry.com/badge/norm.agentutil.net/uptime.svg)](https://agenstry.com/agents/norm.agentutil.net)
[![A2A version](https://agenstry.com/badge/norm.agentutil.net/protocol.svg)](https://agenstry.com/agents/norm.agentutil.net)

Audit-grade evidence bundle

JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against our JWKS. See the methodology.

audit.json audit.json (JWS-signed) verification history
Raw agent card JSON
{
  "name": "AgentUtil Norm",
  "description": "Baseline reality checks for AI agents. Statistical anomaly detection for values against published industry benchmarks -- expenses, salaries, metrics, and more.",
  "version": "1.0.0",
  "url": "https://norm.agentutil.net",
  "capabilities": {
    "skills": [
      {
        "id": "checkBaseline",
        "name": "Is this expense, salary, or other common metric normal? Sanity-check values against real-world benchmarks (BLS, IRS, GSA data) to flag anomalies before they become problems",
        "description": "Is this expense, salary, or other common metric normal? Sanity-check values against real-world benchmarks (BLS, IRS, GSA data) to flag anomalies before they become problems",
        "tags": [
          "norm",
          "checkBaseline"
        ]
      },
      {
        "id": "batchCheck",
        "name": "Batch anomaly detection -- check up to 100 expenses, salaries, or metrics against real-world benchmarks in one request",
        "description": "Batch anomaly detection -- check up to 100 expenses, salaries, or metrics against real-world benchmarks in one request",
        "tags": [
          "norm",
          "batchCheck"
        ]
      }
    ]
  },
  "endpoint": "https://norm.agentutil.net",
  "defaultInputModes": [
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "authentication": {
    "type": "none",
    "note": "Free tier: 10 queries/day, no auth required"
  },
  "provider": {
    "organization": "AgentUtil",
    "url": "https://agentutil.net"
  }
}